September 17, 2025Open Access

Neurocognitive characterization of behaviour and mental illness through time-varying brain network analysis

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Discussion

Analysis reveals time-varying functional network connectivity in relation to cognition and psychopathology, suggesting improved representation.

Functionally distinct brain network states show correlations with cognitive tasks and psychopathology symptoms.
In independent samples, time-varying functional network connectivity accounted for more variance than static connectivity.
Regional functional network connectivity analysis can differentiate between specific task conditions with behavioral implications.
The study emphasizes the importance of time-varying analysis in capturing the dynamics of brain interactions related to mental health.

Chang et al. (2025) studied this question.

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Analysis reveals time-varying functional network connectivity in relation to cognition and psychopathology, suggesting improved representation.